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1. Streamlining Membership Data Engineering at Netflix with Psyberg

The Netflix TechBlog

In this three-part blog post series, we introduce you to Psyberg , our incremental data processing framework designed to tackle such challenges! Furthermore, we’ll delve into the inner workings of Psyberg, its unique features, and how it integrates into our data pipelining workflows. Let’s dive in!

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All of Netflix’s HDR video streaming is now dynamically optimized

The Netflix TechBlog

We were, however, missing the systematic ability to measure perceptual quality ( VMAF ) of HDR streams since VMAF was limited to standard dynamic range (SDR) video signals. So, HDR-VMAF will capture the effect of 1) but ignore the effect of 2). We are working to ensure it is versatile, stable, and easy-to-use for the community.

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What is IT automation?

Dynatrace

How does IT automation work? At its most basic, automating IT processes works by executing scripts or procedures either on a schedule or in response to particular events, such as checking a file into a code repository. This requires significant data engineering efforts, as well as work to build machine-learning models.

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The psychology of site speed and human happiness

Speed Curve

In the fourteen years that I've been working in the web performance industry, I've done a LOT of research, writing, and speaking about the psychology of page speed – in other words, why we crave fast, seamless online experiences. Perhaps not, but it's how our brains work. Is that fair? How fast do we expect web pages to be?

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Observability platform vs. observability tools

Dynatrace

Traces provide performance data about tasks that are performed by invoking a series of services. This means the teams relying on these tools — teams that should be working together — must make decisions with incomplete data. Logs are files that record events in a system, such as the start of a subprocess or the trapping of an error.

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Managing the Dynatrace API across multiple thousand environments

Dynatrace

In part one of this series I’ve covered the automatic roll-out of the OneAgent to thousands of hosts and the autonomous setup of Dynatrace environments in a large global Dynatrace Managed installation. I’ll cover the details of the implementation in the third part of this series). Dynatrace news. Filtering API endpoints.

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Key Advantages of DBMS for Efficient Data Management

Scalegrid

Encryption plays a significant role in enhancing data security within DBMS by effectively mitigating data breaches, upholding compliance with regulations and standards, and bolstering the overall data security posture. By implementing data abstraction techniques, these challenges can be addressed more effectively.